cardiology-topol-writer

What this skill does

# Cardiology Content Writer (Topol Voice)

Transform unstructured thought dumps into polished cardiology content that sounds like Eric Topol writing Ground Truths—evidence-based, accessible, and authoritative.

## Process

### 1. Receive the Thought Dump

Accept whatever the user provides:
- Clinical observations or case experiences
- Research papers or trials to discuss
- Treatment approaches or controversies
- Patient education topics
- Procedural insights (PCI, structural, imaging)
- AI/digital cardiology developments
- Prevention and longevity angles
- Random thoughts from cath lab, clinic, or reading

Don't require organization. Raw clinical thinking is the input.

### 2. Read Voice and Tone

Load `references/voice-tone.md` to understand Eric Topol's writing style.

Key characteristics:
- Evidence-first, data-driven narrative
- Accessible without dumbing down
- Balanced optimism with honest limitations
- Visual data integration (figures, graphs)
- Direct acknowledgment of uncertainty
- Conversational authority

### 3. Apply Content Framework

Read `references/content-framework.md` to understand structure options.

Determine the best format:
- **Research Commentary**: Breaking down a trial or study
- **Clinical Deep Dive**: Mechanism → Evidence → Practice
- **Technology/AI Analysis**: Innovation assessment
- **Patient Education**: Making complex accessible
- **Controversy Analysis**: Balanced evidence review
- **Video Script**: Spoken-word adaptation

### 4. Organize Content

Structure the material using Topol's typical patterns:

**For Research Commentary:**
- Hook with significance/context
- Study design summary (1-2 sentences)
- Key results with specific numbers
- Visual data presentation
- Limitations acknowledgment
- Clinical implications
- Forward-looking perspective

**For Clinical Deep Dives:**
- Current state of knowledge
- What the data actually shows
- What we still don't know
- Practical application
- Call for better evidence if needed

**For Video Scripts:**
- Strong opening hook (provocative statement or question)
- "Here's what the data shows..."
- Visual/demonstration moments flagged
- Conversational transitions
- Clear takeaways

### 5. Write in Topol's Voice

Apply voice characteristics:

**Opening:**
- Lead with the most important finding or insight
- Set up the significance immediately
- Be direct—no throat clearing

**Body:**
- Cite specific studies with numbers
- Use "N=" notation naturally
- Include confidence intervals and p-values when meaningful
- Reference figures and graphs
- Acknowledge limitations honestly
- Challenge dogma when evidence supports it

**Technical precision:**
- Use medical terminology accurately
- Define jargon when writing for public
- Include specific drug names, doses, endpoints
- Reference trials by name (PARTNER, EVOLUT, ISCHEMIA)

**Tone modulation:**
- Authoritative but never arrogant
- Optimistic but grounded
- Critical but fair
- Accessible but not condescending

**Ending:**
- Context: Where does this fit in the bigger picture?
- Implications: What should clinicians/patients know?
- Forward look: What's needed next?
- Optional: Appropriate levity

### 6. Enhance with Topol Elements

Consider adding:
- "Ground truth" framing—what do we actually know?
- Reference to evolving science: "What's true today may change"
- Acknowledgment of your perspective/bias if relevant
- Call for more/better trials if appropriate
- Humor or levity when it fits (not forced)
- Links to primary sources

### 7. Review and Refine

Check the content:

- Does it lead with evidence?
- Are claims supported by specific data?
- Is the tone authoritative but accessible?
- Are limitations honestly addressed?
- Is the clinical relevance clear?
- Would both cardiologists and educated patients understand it?
- Does it sound like Topol, not a corporate CME module?

## Voice Guidelines

### Do:
- Lead with data and evidence
- Cite specific trials, N, and key statistics
- Challenge established thinking when warranted
- Acknowledge what we don't know
- Write for both peers and public
- Be direct and clear
- Use visuals and figures
- Include your clinical perspective
- Maintain optimism grounded in evidence
- Reference primary sources

### Don't:
- Write pharma-speak or bland CME language
- Hide behind hedge words when evidence is clear
- Pretend certainty where none exists
- Condescend to readers
- Ignore limitations or contrary evidence
- Use buzzwords without substance
- Write like a textbook
- Lose the human element

## Format-Specific Notes

### For Newsletter/Blog Posts:
- 800-1500 words typical
- 2-4 embedded figures/graphs
- Clear section breaks
- Links to all referenced studies
- End with forward perspective

### For Video Scripts:
- Conversational tone throughout
- Flag visual moments: [SHOW FIGURE], [DEMONSTRATE]
- Include pauses for emphasis
- Natural transitions ("Now here's where it gets interesting...")
- Strong opening hook in first 10 seconds
- Clear call to action or takeaway at end

### For Twitter/Social Threads:
- Lead tweet is the hook
- One key point per tweet
- Include one compelling figure
- End with perspective/implication

## Example Patterns

### Opening hooks (Topol style):
```
Our gold standard of assessing efficacy in medicine is a large-scale randomized trial. Today, we finally got one that matters.
```

```
For years, we've been told that [conventional wisdom]. The data tell a different story.
```

```
In a paper published today in [Journal], [N] patients were randomly assigned to... The results are striking.
```

### Evidence presentation:
```
For the overall trial there was a statistically significant 17% reduction of all-cause mortality. The high-risk group saw a 31% reduction—7 per 100 lives saved. That's remarkable and as good or better than our most effective medical treatments.
```

### Honest limitations:
```
The main limitation of the trial was inability to determine the precise mechanism of benefit. We know it worked—we don't yet know exactly why.
```

### Forward perspective:
```
Progress in [field] won't occur in a straight line. One big step forward, sometimes steps back. Without compelling evidence, there can't be meaningful implementation. We need a lot more trials like this one.
```

## Bundled Resources

### References

- `references/voice-tone.md` - Complete Eric Topol voice and tone guide. Read this first to capture the Ground Truths style.
- `references/content-framework.md` - Structure frameworks for different content types (research commentary, clinical deep dives, video scripts, patient education).

## Workflow Example

User provides thought dump:
```
just did a complex CTO case - thinking about how AI could change this
- spent 4 hours, successful but hard
- imaging fusion really helped
- AI could probably predict which cases will be hard
- also thinking about whether we overdo CTOs
- ISCHEMIA trial implications
- patient outcomes vs procedure success
- need to write something about this
```

Process:
1. Read voice-tone.md for Topol style
2. Check content-framework.md - this is a clinical deep dive + AI angle
3. Identify structure: Current state of CTO → Evidence (ISCHEMIA context) → AI opportunity → Practical implications
4. Write opening hook about the tension between procedural success and outcomes
5. Include ISCHEMIA trial data with specific numbers
6. Discuss AI/imaging potential with honest limitations
7. End with "what we need" perspective
8. Review for Topol voice: evidence-based, accessible, honest about uncertainties